{"id":"W2254711200","doi":"10.2172/1126472","title":"Light Metals Permanent Mold Casting","year":2014,"lang":"en","type":"report","venue":"","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"U.S. Department of Energy","keywords":"Casting; Materials science; Alloy; Metallurgy; Mold; Aluminium; Automotive industry; Alonizing; Sand casting; Composite material; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003153603,0.0005212195,0.0006791461,0.0001507552,0.00005560626,0.00008885059,0.0002952059,0.000419833,0.0006820275],"category_scores_gemma":[0.0000900702,0.0004104636,0.0002013439,0.00007749109,0.00002250037,0.00007396557,0.0001199459,0.0005288418,0.0004032136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003305274,"about_ca_system_score_gemma":0.0001205068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001906094,"about_ca_topic_score_gemma":0.00009217678,"domain_scores_codex":[0.9980863,0.0000195776,0.0005354503,0.0003441004,0.0005763487,0.0004381978],"domain_scores_gemma":[0.9990693,0.00002922574,0.0000897935,0.000520475,0.0001880212,0.0001032407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006986576,0.0000201155,0.0002649196,0.006744083,0.002202152,0.0002502441,0.001049831,0.01135453,0.1446822,0.0002365145,0.8099748,0.02321362],"study_design_scores_gemma":[0.00008227454,0.00001606507,0.00008068085,0.0002058333,0.0001822365,0.0006000596,0.00002416999,0.001518262,0.02521004,0.00003310059,0.971252,0.000795303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006576118,0.01113455,0.0009848966,0.00005045007,0.004551803,0.0003545309,0.00001803931,0.00142775,0.9749019],"genre_scores_gemma":[0.9244576,0.001110645,0.00237059,0.00007657495,0.002378883,0.00005682335,0.00009126146,0.0004663529,0.06899125],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9178815,"threshold_uncertainty_score":0.9998347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233116324641318,"score_gpt":0.231563009382664,"score_spread":0.2082513769185322,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}